Simulation & Visualization : How to improve the visual understanding on complex dynamics on earth?

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Simulation & Visualization : How to improve the visual understanding on complex dynamics on earth?

Visualizing images in order to better understand data coming from measures or simulations is a part of the process of scientific computation. A challenge in geovisualization is about how to improve the understanding of spatio-temporal phenomena of the real world, based on visual reasoning. The complexity of this issue comes from:

● the complexity of the spatio-temporal phenomena to interpret and analyze, such as the complexity of the related models.

● the amount of multi-sources multi-scales observations and simulated, predicted, annotated, learned, or raw data, and their imprecision,

● the complexity to co-visualize multiple heterogeneous and imprecise data, in order to get a comprehensive point of view on a phenomenon, based on the data interaction, at any scales.

Purposes

The objective of this thematic session is to make researchers have a new perspective on their way to interpret their models and results. This thematic session aims at favoring a new dynamic of interdisciplinary research, between methodological communities based on spatial applications, for climate change issues. We expect abstract or full papers addressing:

 analysis and interpretation of spatial data, potentially requiring additional visual and interactive methods: how could geovisualization, at any spatio-temporal scales, help to:

o show and compare realistic simulations or scenarios;

o interpret results from simulation, prediction or learning models;

o interpret the gap between predicted or simulated and observed data, in order to refine a model;

o support the automatic detection and identific

There is a need here to bring closer spatial, topographic, physical observations and models, and approaches, models and experiments for visualization and visual reasoning, on many possible applications, such as the following, but not exhaustive ones:

 High temporal change detection, detection of high frequency events or weak signals;

 Acoustic signal, microwave lengths, wind flow into streets;

 Adaptive user interaction with learning models.

Why a thematic session at the ISPRS2020? New methodological approaches in geovisualization have to be explored while bringing together various scientific needs, knowledge and methods from the ISPRS community, according to the diversity of data and phenomena at stake. We aim at bringing researchers from outside ISPRS to come to geospatial issues and at federating ISPRS researchers from various Commissions around visualization and visual analysis issues.

A specific track will be created in the Conference Managing System in order to smoothly follow the papers of each session. It will be entitled “TS_SimVisu”. The papers will be reviewed through the regular stream. If a sufficient number of (abstract or full) papers is accepted, a specific thematic session will be set up.